Machine learning for networking: Workflow, advances and opportunities

M Wang, Y Cui, X Wang, S Xiao, J Jiang - Ieee Network, 2017 - ieeexplore.ieee.org
Recently, machine learning has been used in every possible field to leverage its amazing
power. For a long time, the networking and distributed computing system is the key …

Yarrp'ing the Internet: Randomized high-speed active topology discovery

R Beverly - Proceedings of the 2016 Internet Measurement …, 2016 - dl.acm.org
Obtaining a" snapshot" of the Internet topology remains an elusive task. Existing active
topology discovery techniques and systems require significant probing time--time during …

Replication: 20 Years of Inferring Interdomain Routing Policies

S Kastanakis, V Giotsas, I Livadariu, N Suri - Proceedings of the 2023 …, 2023 - dl.acm.org
In 2003, Wang and Gao [67] presented an algorithm to infer and characterize routing
policies as this knowledge could be valuable in predicting and debugging routing paths …

Internet scale reverse traceroute

K Vermeulen, E Gurmericliler, I Cunha… - Proceedings of the …, 2022 - dl.acm.org
Knowledge of Internet paths allows operators and researchers to better understand the
Internet and troubleshoot problems. Paths are often asymmetric, so measuring just the …

A first comparative characterization of multi-cloud connectivity in today's internet

B Yeganeh, R Durairajan, R Rejaie… - Passive and Active …, 2020 - Springer
Today's enterprises are adopting multi-cloud strategies at an unprecedented pace. Here, a
multi-cloud strategy specifies end-to-end connectivity between the multiple cloud providers …

Challenges in inferring internet congestion using throughput measurements

S Sundaresan, X Deng, Y Feng, D Lee… - Proceedings of the …, 2017 - dl.acm.org
We revisit the use of crowdsourced throughput measurements to infer and localize
congestion on end-to-end paths, with particular focus on points of interconnections between …

Replication: Towards a publicly available internet scale ip geolocation dataset

O Darwich, H Rimlinger, M Dreyfus, M Gouel… - Proceedings of the …, 2023 - dl.acm.org
IP geolocation is one of the most widely used forms of metadata for IP addresses, and
despite almost twenty years of effort from the research community, the reality is that there is …

Zooming in on wide-area latencies to a global cloud provider

Y Jin, S Renganathan, G Ananthanarayanan… - Proceedings of the …, 2019 - dl.acm.org
The network communications between the cloud and the client have become the weak link
for global cloud services that aim to provide low latency services to their clients. In this …

Reduce, reuse, recycle: Repurposing existing measurements to identify stale traceroutes

V Giotsas, T Koch, E Fazzion, Í Cunha… - Proceedings of the …, 2020 - dl.acm.org
Many systems rely on traceroutes to monitor or characterize the Internet. The quality of the
systems' inferences depends on the completeness and freshness of the traceroutes, but the …

Zeph & Iris map the internet: A resilient reinforcement learning approach to distributed IP route tracing

M Gouel, K Vermeulen, M Mouchet, JP Rohrer… - ACM SIGCOMM …, 2022 - dl.acm.org
We describe a new system for distributed tracing at the IP level of the routes that packets
take through the IPv4 internet. Our Zeph algorithm coordinates route tracing efforts across …